Articles by Lena Maier-Hein | Synthical

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6

Intuitive Surgical SurgToolLoc Challenge Results: 2022-2023

28 February 2025 by Aneeq Zia and others

Computer Vision and Pattern Recognition

Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation

21 February 2025 by Tim Rädsch and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Application-driven Validation of Posteriors in Inverse Problems

21 January 2025 by Tim Adler and others

Computer Vision and Pattern Recognition, Machine Learning

Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AI

11 December 2024 by Patrick Godau and others

Computer Vision and Pattern Recognition, Machine Learning

SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks

29 November 2024 by Kim-Celine Kahl and others

Computer Vision and Pattern Recognition, Machine Learning

Overcoming Common Flaws in the Evaluation of Selective Classification Systems

19 October 2024 by Jeremias Traub and others at

Heidelberg University

Machine Learning, Computer Vision and Pattern Recognition

Confidence intervals uncovered: Are we ready for real-world medical imaging AI?

27 September 2024 by Evangelia Christodoulou and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Deep intra-operative illumination calibration of hyperspectral cameras

11 September 2024 by Alexander Baumann and others

Image and Video Processing, Computer Vision and Pattern Recognition

Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images

27 August 2024 by Silvia Seidlitz and others

Computer Vision and Pattern Recognition, Artificial Intelligence

New spectral imaging biomarkers for sepsis and mortality in intensive care

19 August 2024 by Silvia Seidlitz and others

Machine Learning, Artificial Intelligence

Quality Assured: Rethinking Annotation Strategies in Imaging AI

26 July 2024 by Tim Rädsch and others

Computer Vision and Pattern Recognition, Artificial Intelligence

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

8 July 2024 by Karim Lekadir and others

Computers and Society, Artificial Intelligence

Super Phantoms: advanced models for testing medical imaging technologies

8 April 2024 by Srirang Manohar and others at

University of Twente

Medical Physics

FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures

29 March 2024 by Lisa Mais and others

Computer Vision and Pattern Recognition, Machine Learning

Understanding metric-related pitfalls in image analysis validation

23 February 2024 by Annika Reinke and others

Computer Vision and Pattern Recognition

Metrics reloaded: Recommendations for image analysis validation

23 February 2024 by Lena Maier-Hein and others

Computer Vision and Pattern Recognition

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion

7 February 2024 by Sharib Ali and others

Computer Vision and Pattern Recognition, Artificial Intelligence

The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms

31 December 2014 by Katrin Honauer and others

Computer Vision and Pattern Recognition, Artificial Intelligence

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